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MapReduce输入文件排序

王栩的文字 2022-04-19 阅读 56
eclipsejava

 

 

import java.io.IOException;



import org.apache.hadoop.conf.Configuration;

import org.apache.hadoop.fs.Path;

import org.apache.hadoop.io.IntWritable;

import org.apache.hadoop.io.Text;

import org.apache.hadoop.mapreduce.Job;

import org.apache.hadoop.mapreduce.Mapper;

import org.apache.hadoop.mapreduce.Reducer;

import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;

import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;



public class Sort {



    //map

    public static class SortMapper extends Mapper<Object,Text,IntWritable,IntWritable>{

        public void map(Object key,Text value,Context context)throws IOException,InterruptedException{

            String text = value.toString();

            int t = Integer.parseInt(text);

            context.write(new IntWritable(t),new IntWritable(1));

        }
    }


    //reduce

    public static class SortReducer extends Reducer<IntWritable,IntWritable,IntWritable,IntWritable>{

        int row=1;

        public void reduce(IntWritable key,Iterable<IntWritable> values,Context context)throws IOException,InterruptedException{

            for(IntWritable value:values) {

                context.write(new IntWritable(row),key);

                row=row+1;

            }
        }
    }

    //main

    public static void main(String[] args)throws Exception{

        Configuration conf=new Configuration();

        Job job=Job.getInstance(conf,"sort");

        job.setJarByClass(Sort.class);

        job.setMapperClass(SortMapper.class);

        job.setReducerClass(SortReducer.class);

        job.setOutputKeyClass(IntWritable.class);

        job.setOutputValueClass(IntWritable.class);

        FileInputFormat.addInputPath(job,new Path("input"));

        FileOutputFormat.setOutputPath(job,new Path("output"));

        System.exit(job.waitForCompletion(true)?0:1);

    }

}

 代码部分完成后对文件进行打包,打包步骤详细内容在上一篇文章MapReduce文件合并与去重中。

按照要求在usr/local/hadoop目录下创建两个文本文件A.txt  B.txt ,之后进行如下操作:

 

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